Can I use this for any qualitative methodology?

Yes, the skill uses your specific declarations in config.json regarding ontology, epistemology, and tradition to provide customized feedback.

What does a 'tension' flag mean in this context?

A tension is not a failure, but a point of potential inconsistency that requires reflexive thought—either to align your practice or to document why your approach is evolving.

How does it detect linguistic inconsistencies?

The skill analyzes your terminology against your stance; for example, it flags objectivist terms like 'discover' if you have declared a constructivist epistemology.

How does it improve AI-human collaboration in research?

It monitors your 'AI Relationship Coherence' to ensure you are engaging in a true dialogue rather than just passively accepting AI-generated codes or themes.

What is the primary purpose of the Coherence Check skill?

It ensures that your practical research actions, language, and AI interactions align with your stated philosophical and methodological foundations.

Qualitative Research Coherence Check

Name: Qualitative Research Coherence Check
Author: linxule

bylinxule

•

データサイエンスとML

Ensures methodological rigor by aligning philosophical assumptions, language usage, and analytical practices in AI-assisted research.

The Coherence Check skill is a specialized tool for researchers using Claude for qualitative analysis, providing a critical layer of epistemic oversight. It systematically examines the alignment between a researcher's declared ontology and epistemology and their actual analytical decisions, language choices, and AI interaction patterns. By flagging tensions—such as using objectivist language within a constructivist framework or passively accepting AI interpretations while claiming an epistemic partnership—this skill facilitates the reflexive awareness necessary for high-quality, rigorous interpretive research.

主な機能

01Linguistic analysis to ensure terminology matches philosophical stances (e.g., Constructivist vs. Objectivist)

02AI relationship monitoring to maintain intended levels of human-AI collaboration

032 GitHub stars

04Methodological alignment verification between epistemology and analytical procedures

05Reflexive prompts to help researchers document and justify evolving assumptions

06Automated tension detection across different stages of the research workflow

ユースケース

01Checking if current AI-assisted coding practices align with an 'epistemic partner' relationship model

02Auditing methodological consistency when moving between different stages of qualitative interpretation

03Verifying that language used in analysis remains consistent with a declared constructivist stance

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add linxule/interpretive-orchestration coherence-check

For use in Claude.ai and ChatGPT

Download Skill